Adding a new column is simple in theory—an ALTER TABLE statement, a schema migration, a clear definition. In practice, it can cascade across systems: APIs, indexes, query plans, integrations, dashboards. Change it wrong, and you break production. Change it right, and you unlock new capability without disruption.
First, define